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Physics-Scene Visual Reasoning on Physics

54.35AccuracyS1-VL-32B-RL
10.732422.056233.3844.7038Apr 23, 2026

Evaluation results

MethodLinks
S1-VL-32B-RLParameter Count=32B, Training Phase=RL2026.0454.35
GPT-52026.0448.34
Qwen3-VL-235B-A22B-ThinkingParameter Count=235B-A22B, Reasoning Mode=Thinking2026.0446.03
Intern-S1Parameter Count=235B+6B2026.0444.95
S1-VL-32B-SFTParameter Count=32B, Training Phase=SFT2026.0443.8
Qwen3-VL-32B-ThinkingParameter Count=32B, Reasoning Mode=Thinking2026.0441.71
Gemini 2.5 Pro2026.0440
Gemini 2.5 Flash2026.0437.1
Intern-S1-miniParameter Count=8B2026.0430.53
Thyme-VLParameter Count=7B2026.0412.41